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calderbuild/README.md

Hi, I'm Calder (Lin Luo)

I'm a Communication Engineering undergrad at Beijing Information Science & Technology University (class of 2028). I build AI agents that make decisions for groups of people and show their reasoning.

What I'm working on

  • MeetSpot: an agent that picks a meeting point that is fair to everyone in the group and explains why each venue ranked where it did. It can check fairness against real commute times, not just straight-line distance. 530+ stars, live demo. 2nd prize at the Soul App Agent Hackathon finals.
  • QualityAgent: my first-author paper at IEEE IRAI 2026 (Melbourne). A three-agent pipeline that turns a defect image into CAPA and PFMEA documents that follow ISO 9001, with humans supervising the output. IEEE IES SYPA Travel Grant.
  • VibeDoc: turns a rough product idea into a PRD, architecture diagrams, and coding prompts. Best Topic Award at the OpenManus Hackathon.

Other things I've built: WeFinance (bill photos to finance insights with a vision LLM, Excellence Award at the 12th Nvidia Sky Hackathon) and agentcut (six agents that turn one prompt into a finished video).

Stack

Python (FastAPI, LangGraph), TypeScript, React, Postgres, Docker.

Contact

LinkedIn · X · johnrobertdestiny@gmail.com

Pinned Loading

  1. MeetSpot MeetSpot Public

    End the "Where should we meet?" debate by instantly finding a spot that’s fair, convenient, and loved by everyone. An intelligent meeting point recommendation system.

    Python 535 58

  2. VibeDoc VibeDoc Public

    🚀 Your AI Product Manager & Architect - Transform ideas into complete development plans with AI coding prompts in 60-180 seconds

    Python 375 46

  3. WeFinance WeFinance Public

    AI-Powered Personal Finance Assistant - Transforming bill images into intelligent financial insights with Vision LLM technology

    Python 129 16

  4. MD_Audit MD_Audit Public

    Intelligent Markdown SEO Diagnostic Agent - Dual-engine analysis combining rule-based checking with AI semantic analysis

    Python 23 2

  5. calderbuild.github.io calderbuild.github.io Public

    Forked from Huxpro/huxpro.github.io

    My Blog

    HTML 5

  6. agentcut agentcut Public

    Multi-Agent AI Video Production Pipeline - 6 specialized agents collaborate to produce videos from a single prompt

    HTML 59 5